{"id":"W2013731787","doi":"10.1007/s11661-002-0281-4","title":"The microstructural development of Mg-9 pct Al-1 pct Zn alloy during injection molding","year":2002,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Husky Injection Molding Systems (Canada)","funders":"","keywords":"Materials science; Ingot; Alloy; Metallurgy; Equiaxed crystals; Thixotropy; Recrystallization (geology); Slurry; Extrusion; Nucleation; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001217903,0.0001898968,0.000249419,0.00004939706,0.0003926273,0.0001284322,0.0001032465,0.0000783206,0.000907168],"category_scores_gemma":[0.000004344707,0.0001369488,0.00005869102,0.00009605987,0.0001178129,0.0001590947,0.00001324825,0.0001090612,0.00001241734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003837056,"about_ca_system_score_gemma":0.000005217241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000280016,"about_ca_topic_score_gemma":0.00004339523,"domain_scores_codex":[0.9989758,0.00003349608,0.0004308206,0.0001755134,0.0001249302,0.0002594946],"domain_scores_gemma":[0.9997227,0.00002297922,0.00004510349,0.0001232175,0.00002790138,0.00005805765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002589539,0.000009121834,0.000001353627,0.00008629052,0.0001166703,0.000002693663,0.0006418923,0.001886726,0.9933577,0.00001243328,0.00001285485,0.003846352],"study_design_scores_gemma":[0.0005911588,0.00003094454,0.002205512,0.00004871781,0.00006866282,0.0004171657,0.0001954672,0.002491674,0.9810244,0.00003554629,0.01254569,0.0003450316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940091,0.0008412717,0.004180682,0.00004420227,0.0005536752,0.0001650065,0.00001323438,0.0001359337,0.00005688791],"genre_scores_gemma":[0.9970382,0.000410639,0.002104218,0.000008242989,0.00003413212,0.00003239609,0.000003208885,0.00002940746,0.0003395719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01253284,"threshold_uncertainty_score":0.9932853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013970596017276,"score_gpt":0.1804811169644425,"score_spread":0.1703414110042697,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}